Start with small talk. Read the room and get a feel of the conversation. One key element is if they are being receptive. Depending on your personal preference and discretion you could ask them out during the first conversation or you could wait but make a point to be friendly when you see them in order to establish a lose connection to feel it out and then ask them out. Waiting might make it more or less scary tho.

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